Taba Binary, Multinomial, and Ordinal Regression Models: New Machine Learning Methods for Classification

Taba Binary, Multinomial, and Ordinal Regression Models: New Machine Learning Methods for Classification

The classification methods of machine learning have been widely used in almost every discipline. A new classification method, called Taba regression, was introduced for analyzing binary, multinomial, and ordinal outcomes. To evaluate the performance of Taba regression, liver cirrhosis data obtained...

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Bibliographic Details
Main Authors: Mohammad Tabatabai, Derek Wilus, Chau-Kuang Chen, Karan P. Singh, Tim L. Wallace
Format: Article
Language:English
Published: MDPI AG 2024-12-01
Series:Bioengineering
Subjects:
artificial neural network
random forest
logistic regression
probit analysis
machine learning
classification
Online Access:https://www.mdpi.com/2306-5354/12/1/2
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